Personalization strategies in digital mental health interventions: a systematic review and conceptual framework for depressive symptoms
Introduction Personalization is a much-discussed approach to improve adherence and
outcomes for Digital Mental Health interventions (DMHIs). Yet, major questions remain open …
outcomes for Digital Mental Health interventions (DMHIs). Yet, major questions remain open …
[HTML][HTML] Implementation of cognitive behavioral therapy in e–mental health apps: literature review
K Denecke, N Schmid, S Nüssli - Journal of medical Internet research, 2022 - jmir.org
Background: To address the matter of limited resources for treating individuals with mental
disorders, e–mental health has gained interest in recent years. More specifically, mobile …
disorders, e–mental health has gained interest in recent years. More specifically, mobile …
From reflection to action: Combining machine learning with expert knowledge for nutrition goal recommendations
E G. Mitchell, E M. Heitkemper… - Proceedings of the …, 2021 - dl.acm.org
Self-tracking can help personalize self-management interventions for chronic conditions like
type 2 diabetes (T2D), but reflecting on personal data requires motivation and literacy …
type 2 diabetes (T2D), but reflecting on personal data requires motivation and literacy …
[HTML][HTML] Designing personalised mHealth solutions: An overview
Introduction Mobile health, or mHealth, is based on mobile information and communication
technologies and provides solutions for empowering individuals to participate in healthcare …
technologies and provides solutions for empowering individuals to participate in healthcare …
Unaccompanied migrant youth and mental health technologies: A social-ecological approach to understanding and designing
Research increasingly shows that technology can improve access to mental health
interventions. However, unaccompanied migrant youth (UMY) still struggle in accessing …
interventions. However, unaccompanied migrant youth (UMY) still struggle in accessing …
User perspectives and ethical experiences of apps for depression: A qualitative analysis of user reviews
Apps for depression can increase access to mental health care but concerns abound with
disparities between academic development of apps and those available through app stores …
disparities between academic development of apps and those available through app stores …
Health recommender systems development, usage, and evaluation from 2010 to 2022: A sco** review
A health recommender system (HRS) provides a user with personalized medical information
based on the user's health profile. This sco** review aims to identify and summarize the …
based on the user's health profile. This sco** review aims to identify and summarize the …
[HTML][HTML] AwarNS: A framework for develo** context-aware reactive mobile applications for health and mental health
In recent years, interest and investment in health and mental health smartphone apps have
grown significantly. However, this growth has not been followed by an increase in quality …
grown significantly. However, this growth has not been followed by an increase in quality …
Exploring the added effect of three recommender system techniques in mobile health interventions for physical activity: a longitudinal randomized controlled trial
Physical inactivity is a public health issue. Mobile health interventions to promote physical
activity often still experience dropout, resulting in people not adhering to the interventions …
activity often still experience dropout, resulting in people not adhering to the interventions …
Experiences of a speech-enabled conversational agent for the self-report of well-being among people living with affective disorders: an in-the-wild study
The growing commercial success of smart speaker devices following recent advancements
in speech recognition technology has surfaced new opportunities for collecting self-reported …
in speech recognition technology has surfaced new opportunities for collecting self-reported …